CA_Environmental_Profiling

Dataset statistics

Number of variables	19
Number of observations	126806
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	19.3 MiB
Average record size in memory	160.0 B

Variable types

Numeric	15
Text	1
Categorical	2
DateTime	1

Alerts

`Avg_Air_Temp_(F)` is highly overall correlated with `Avg_Rel_Hum_(%)` and 7 other fields	High correlation
`Avg_Rel_Hum_(%)` is highly overall correlated with `Avg_Air_Temp_(F)` and 4 other fields	High correlation
`Avg_Soil_Temp_(F)` is highly overall correlated with `Avg_Air_Temp_(F)` and 6 other fields	High correlation
`Avg_Vap_Pres_(mBars)` is highly overall correlated with `Avg_Air_Temp_(F)` and 3 other fields	High correlation
`Avg_Wind_Speed_(mph)` is highly overall correlated with `Wind_Run_(miles)`	High correlation
`Dew_Point_(F)` is highly overall correlated with `Avg_Air_Temp_(F)` and 3 other fields	High correlation
`ETo_(in)` is highly overall correlated with `Avg_Air_Temp_(F)` and 6 other fields	High correlation
`Max_Air_Temp_(F)` is highly overall correlated with `Avg_Air_Temp_(F)` and 6 other fields	High correlation
`Max_Rel_Hum_(%)` is highly overall correlated with `Avg_Rel_Hum_(%)` and 1 other fields	High correlation
`Min_Air_Temp_(F)` is highly overall correlated with `Avg_Air_Temp_(F)` and 6 other fields	High correlation
`Min_Rel_Hum_(%)` is highly overall correlated with `Avg_Rel_Hum_(%)` and 3 other fields	High correlation
`Sol_Rad_(Ly/day)` is highly overall correlated with `Avg_Air_Temp_(F)` and 4 other fields	High correlation
`Wind_Run_(miles)` is highly overall correlated with `Avg_Wind_Speed_(mph)`	High correlation
`Target` is highly imbalanced (79.1%)	Imbalance
`Precip_(in)` is highly skewed (γ1 = 20.41722826)	Skewed
`Precip_(in)` has 103732 (81.8%) zeros	Zeros

Reproduction

Analysis started	2025-03-15 22:51:09.946364
Analysis finished	2025-03-15 22:51:58.623991
Duration	48.68 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

Stn_Id
Real number (ℝ)

Distinct	143
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157.26245

Minimum	2
Maximum	262
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	2
5-th percentile	15
Q1	99
median	171
Q3	219
95-th percentile	252
Maximum	262
Range	260
Interquartile range (IQR)	120

Descriptive statistics

Standard deviation	72.599386
Coefficient of variation (CV)	0.46164476
Kurtosis	-0.93529961
Mean	157.26245
Median Absolute Deviation (MAD)	56
Skewness	-0.46017357
Sum	19941822
Variance	5270.6708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56	992	0.8%
91	990	0.8%
2	989	0.8%
90	989	0.8%
204	989	0.8%
235	988	0.8%
150	986	0.8%
195	986	0.8%
158	985	0.8%
225	984	0.8%
Other values (133)	116928	92.2%

Value	Count	Frequency (%)
2	989	0.8%
5	980	0.8%
6	949	0.7%
7	963	0.8%
12	981	0.8%
13	920	0.7%
15	973	0.8%
35	964	0.8%
39	984	0.8%
41	867	0.7%

Value	Count	Frequency (%)
262	205	0.2%
261	368	0.3%
260	360	0.3%
259	404	0.3%
258	628	0.5%
257	707	0.6%
256	468	0.4%
255	780	0.6%
254	873	0.7%
253	955	0.8%

Stn_Name
Text

Distinct	143
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

Length

Max length	20
Median length	15
Mean length	10.189952
Min length	4

Characters and Unicode

Total characters	1292147
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	FivePoints
2nd row	FivePoints
3rd row	FivePoints
4th row	FivePoints
5th row	FivePoints

Value	Count	Frequency (%)
ii	7780	3.8%
san	6689	3.3%
santa	5440	2.7%
valley	5385	2.6%
south	2902	1.4%
east	2846	1.4%
west	2836	1.4%
lake	2794	1.4%
island	2762	1.4%
springs	2133	1.0%
Other values (174)	162227	79.6%

Most occurring characters

Value	Count	Frequency (%)
a	136630	10.6%
e	115232	8.9%
o	86380	6.7%
l	82097	6.4%
n	77942	6.0%
r	77387	6.0%
	76988	6.0%
i	71036	5.5%
t	65416	5.1%
s	54074	4.2%
Other values (45)	448965	34.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1292147	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	136630	10.6%
e	115232	8.9%
o	86380	6.7%
l	82097	6.4%
n	77942	6.0%
r	77387	6.0%
	76988	6.0%
i	71036	5.5%
t	65416	5.1%
s	54074	4.2%
Other values (45)	448965	34.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1292147	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	136630	10.6%
e	115232	8.9%
o	86380	6.7%
l	82097	6.4%
n	77942	6.0%
r	77387	6.0%
	76988	6.0%
i	71036	5.5%
t	65416	5.1%
s	54074	4.2%
Other values (45)	448965	34.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1292147	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	136630	10.6%
e	115232	8.9%
o	86380	6.7%
l	82097	6.4%
n	77942	6.0%
r	77387	6.0%
	76988	6.0%
i	71036	5.5%
t	65416	5.1%
s	54074	4.2%
Other values (45)	448965	34.7%

CIMIS_Region
Categorical

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

San Joaquin Valley	23856
San Francisco Bay	12186
South Coast Valleys	12025
Los Angeles Basin	11818
Monterey Bay	11495
Other values (9)	55426

Length

Max length	27
Median length	25
Mean length	17.629182
Min length	6

Characters and Unicode

Total characters	2235486
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	San Joaquin Valley
2nd row	San Joaquin Valley
3rd row	San Joaquin Valley
4th row	San Joaquin Valley
5th row	San Joaquin Valley

Common Values

Value	Count	Frequency (%)
San Joaquin Valley	23856	18.8%
San Francisco Bay	12186	9.6%
South Coast Valleys	12025	9.5%
Los Angeles Basin	11818	9.3%
Monterey Bay	11495	9.1%
Sacramento Valley	11378	9.0%
Central Coast Valleys	9802	7.7%
Imperial/Coachella Valley	9295	7.3%
North Coast Valleys	6712	5.3%
Northeast Plateau	6619	5.2%
Other values (4)	11620	9.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
valley	44529	13.5%
san	40718	12.4%
coast	28539	8.7%
valleys	28539	8.7%
joaquin	23856	7.2%
bay	23681	7.2%
basin	12261	3.7%
francisco	12186	3.7%
south	12025	3.7%
los	11818	3.6%
Other values (14)	91074	27.7%

Most occurring characters

Value	Count	Frequency (%)
a	305444	13.7%
l	211920	9.5%
	202863	9.1%
e	183537	8.2%
o	149930	6.7%
n	143752	6.4%
s	113894	5.1%
y	108244	4.8%
t	105081	4.7%
r	87828	3.9%
Other values (24)	622993	27.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2235486	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	305444	13.7%
l	211920	9.5%
	202863	9.1%
e	183537	8.2%
o	149930	6.7%
n	143752	6.4%
s	113894	5.1%
y	108244	4.8%
t	105081	4.7%
r	87828	3.9%
Other values (24)	622993	27.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2235486	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	305444	13.7%
l	211920	9.5%
	202863	9.1%
e	183537	8.2%
o	149930	6.7%
n	143752	6.4%
s	113894	5.1%
y	108244	4.8%
t	105081	4.7%
r	87828	3.9%
Other values (24)	622993	27.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2235486	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	305444	13.7%
l	211920	9.5%
	202863	9.1%
e	183537	8.2%
o	149930	6.7%
n	143752	6.4%
s	113894	5.1%
y	108244	4.8%
t	105081	4.7%
r	87828	3.9%
Other values (24)	622993	27.9%

Date
Date

Distinct	991
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

Minimum	2018-01-01 00:00:00
Maximum	2020-09-18 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

ETo_(in)
Real number (ℝ)

High correlation

Distinct	50
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.15774837

Minimum	0
Maximum	0.49
Zeros	1225
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0.03
Q1	0.08
median	0.15
Q3	0.23
95-th percentile	0.3
Maximum	0.49
Range	0.49
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.086876584
Coefficient of variation (CV)	0.55072888
Kurtosis	-0.91772507
Mean	0.15774837
Median Absolute Deviation (MAD)	0.07
Skewness	0.1596635
Sum	20003.44
Variance	0.0075475408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07	5282	4.2%
0.06	5221	4.1%
0.1	4947	3.9%
0.08	4784	3.8%
0.21	4652	3.7%
0.2	4628	3.6%
0.11	4619	3.6%
0.09	4600	3.6%
0.22	4557	3.6%
0.05	4524	3.6%
Other values (40)	78992	62.3%

Value	Count	Frequency (%)
0	1225	1.0%
0.01	2178	1.7%
0.02	2533	2.0%
0.03	3003	2.4%
0.04	3562	2.8%
0.05	4524	3.6%
0.06	5221	4.1%
0.07	5282	4.2%
0.08	4784	3.8%
0.09	4600	3.6%

Value	Count	Frequency (%)
0.49	3	< 0.1%
0.48	3	< 0.1%
0.47	1	< 0.1%
0.46	6	< 0.1%
0.45	6	< 0.1%
0.44	10	< 0.1%
0.43	15	< 0.1%
0.42	19	< 0.1%
0.41	19	< 0.1%
0.4	49	< 0.1%

Precip_(in)
Real number (ℝ)

Skewed Zeros

Distinct	312
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.038625933

Minimum	0
Maximum	13.61
Zeros	103732
Zeros (%)	81.8%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.2
Maximum	13.61
Range	13.61
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.20397726
Coefficient of variation (CV)	5.2808372
Kurtosis	883.67596
Mean	0.038625933
Median Absolute Deviation (MAD)	0
Skewness	20.417228
Sum	4898
Variance	0.041606724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	103732	81.8%
0.01	4278	3.4%
0.02	3031	2.4%
0.04	1480	1.2%
0.03	1301	1.0%
0.06	920	0.7%
0.05	710	0.6%
0.07	690	0.5%
0.09	603	0.5%
0.11	482	0.4%
Other values (302)	9579	7.6%

Value	Count	Frequency (%)
0	103732	81.8%
0.01	4278	3.4%
0.02	3031	2.4%
0.03	1301	1.0%
0.04	1480	1.2%
0.05	710	0.6%
0.06	920	0.7%
0.07	690	0.5%
0.08	476	0.4%
0.09	603	0.5%

Value	Count	Frequency (%)
13.61	1	< 0.1%
13.17	1	< 0.1%
12.96	1	< 0.1%
12.4	1	< 0.1%
11.62	1	< 0.1%
9.42	1	< 0.1%
9.2	1	< 0.1%
9.16	1	< 0.1%
8.58	1	< 0.1%
8.1	1	< 0.1%

Sol_Rad_(Ly/day)
Real number (ℝ)

High correlation

Distinct	976
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	458.98889

Minimum	0
Maximum	6618
Zeros	127
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	120
Q1	300
median	471
Q3	634
95-th percentile	734
Maximum	6618
Range	6618
Interquartile range (IQR)	334

Descriptive statistics

Standard deviation	198.99829
Coefficient of variation (CV)	0.43355796
Kurtosis	12.74982
Mean	458.98889
Median Absolute Deviation (MAD)	167
Skewness	0.29597772
Sum	58202545
Variance	39600.318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
688	314	0.2%
659	305	0.2%
684	300	0.2%
672	297	0.2%
667	297	0.2%
707	294	0.2%
695	294	0.2%
686	294	0.2%
690	291	0.2%
694	291	0.2%
Other values (966)	123829	97.7%

Value	Count	Frequency (%)
0	127	0.1%
1	15	< 0.1%
2	7	< 0.1%
3	10	< 0.1%
4	6	< 0.1%
5	7	< 0.1%
6	7	< 0.1%
7	10	< 0.1%
8	9	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
6618	1	< 0.1%
6081	1	< 0.1%
3731	1	< 0.1%
3197	1	< 0.1%
3095	1	< 0.1%
2901	1	< 0.1%
2767	1	< 0.1%
2571	1	< 0.1%
1908	1	< 0.1%
1582	1	< 0.1%

Avg_Vap_Pres_(mBars)
Real number (ℝ)

High correlation

Distinct	332
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.261447

Minimum	0
Maximum	37.6
Zeros	16
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	4.7
Q1	8.4
median	11.2
Q3	14
95-th percentile	18
Maximum	37.6
Range	37.6
Interquartile range (IQR)	5.6

Descriptive statistics

Standard deviation	4.0898771
Coefficient of variation (CV)	0.36317508
Kurtosis	0.44852931
Mean	11.261447
Median Absolute Deviation (MAD)	2.8
Skewness	0.33290682
Sum	1428019.1
Variance	16.727095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.2	1304	1.0%
12.1	1269	1.0%
11	1268	1.0%
10.9	1261	1.0%
11.6	1247	1.0%
12.3	1244	1.0%
11.8	1244	1.0%
11.7	1244	1.0%
11.5	1234	1.0%
12.4	1231	1.0%
Other values (322)	114260	90.1%

Value	Count	Frequency (%)
0	16	< 0.1%
0.1	26	< 0.1%
0.2	9	< 0.1%
0.3	6	< 0.1%
0.4	2	< 0.1%
0.5	5	< 0.1%
0.6	2	< 0.1%
0.7	6	< 0.1%
0.8	6	< 0.1%
0.9	6	< 0.1%

Value	Count	Frequency (%)
37.6	1	< 0.1%
37.4	1	< 0.1%
37.3	1	< 0.1%
37.1	1	< 0.1%
36.7	1	< 0.1%
36.5	2	< 0.1%
36.4	1	< 0.1%
36.3	1	< 0.1%
36.1	1	< 0.1%
35.6	1	< 0.1%

Max_Air_Temp_(F)
Real number (ℝ)

High correlation

Distinct	921
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.169348

Minimum	24.9
Maximum	123.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	24.9
5-th percentile	53.5
Q1	63.9
median	74.2
Q3	85.9
95-th percentile	100
Maximum	123.7
Range	98.8
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	14.72334
Coefficient of variation (CV)	0.19586893
Kurtosis	-0.47349556
Mean	75.169348
Median Absolute Deviation (MAD)	10.9
Skewness	0.16759752
Sum	9531924.4
Variance	216.77675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68.1	378	0.3%
67.7	372	0.3%
67.2	371	0.3%
66.1	369	0.3%
66.3	365	0.3%
74.9	361	0.3%
70.1	361	0.3%
67.4	359	0.3%
67.9	355	0.3%
75.1	352	0.3%
Other values (911)	123163	97.1%

Value	Count	Frequency (%)
24.9	1	< 0.1%
25.5	1	< 0.1%
26.1	1	< 0.1%
26.5	1	< 0.1%
27.1	1	< 0.1%
27.3	2	< 0.1%
27.4	2	< 0.1%
27.6	1	< 0.1%
27.7	2	< 0.1%
27.9	1	< 0.1%

Value	Count	Frequency (%)
123.7	1	< 0.1%
123.2	1	< 0.1%
122.7	1	< 0.1%
122.6	2	< 0.1%
122.3	1	< 0.1%
121.2	1	< 0.1%
121	1	< 0.1%
120.8	1	< 0.1%
120.5	1	< 0.1%
119.9	1	< 0.1%

Min_Air_Temp_(F)
Real number (ℝ)

High correlation

Distinct	884
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.42028

Minimum	-5
Maximum	93.4
Zeros	0
Zeros (%)	0.0%
Negative	11
Negative (%)	< 0.1%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	29.8
Q1	41
median	48.7
Q3	55.7
95-th percentile	66.9
Maximum	93.4
Range	98.4
Interquartile range (IQR)	14.7

Descriptive statistics

Standard deviation	11.42892
Coefficient of variation (CV)	0.2360358
Kurtosis	0.46183219
Mean	48.42028
Median Absolute Deviation (MAD)	7.3
Skewness	-0.02977656
Sum	6139982
Variance	130.62021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50.6	541	0.4%
49.4	537	0.4%
49.9	537	0.4%
47.6	535	0.4%
50.3	529	0.4%
50.8	525	0.4%
51.2	525	0.4%
48.3	523	0.4%
53.7	519	0.4%
49.6	518	0.4%
Other values (874)	121517	95.8%

Value	Count	Frequency (%)
-5	1	< 0.1%
-4.3	2	< 0.1%
-3.6	1	< 0.1%
-2.7	1	< 0.1%
-2.2	2	< 0.1%
-1.8	1	< 0.1%
-1.5	1	< 0.1%
-1	1	< 0.1%
-0.4	1	< 0.1%
0.2	1	< 0.1%

Value	Count	Frequency (%)
93.4	2	< 0.1%
92.2	1	< 0.1%
92.1	1	< 0.1%
92	1	< 0.1%
91.8	1	< 0.1%
91.6	1	< 0.1%
91.4	3	< 0.1%
90.8	1	< 0.1%
90.7	1	< 0.1%
90.5	2	< 0.1%

Avg_Air_Temp_(F)
Real number (ℝ)

High correlation

Distinct	850
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.098362

Minimum	13
Maximum	106.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	13
5-th percentile	42.6
Q1	52.7
median	60
Q3	69
95-th percentile	83
Maximum	106.5
Range	93.5
Interquartile range (IQR)	16.3

Descriptive statistics

Standard deviation	12.380745
Coefficient of variation (CV)	0.20263628
Kurtosis	0.10156755
Mean	61.098362
Median Absolute Deviation (MAD)	8.05
Skewness	0.27291186
Sum	7747638.9
Variance	153.28284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56.8	520	0.4%
56	512	0.4%
59.5	509	0.4%
55.9	509	0.4%
55.5	499	0.4%
55.1	498	0.4%
57.8	495	0.4%
57.1	492	0.4%
55.7	490	0.4%
54.4	489	0.4%
Other values (840)	121793	96.0%

Value	Count	Frequency (%)
13	1	< 0.1%
14.5	1	< 0.1%
15.2	1	< 0.1%
15.7	1	< 0.1%
15.8	1	< 0.1%
16.1	1	< 0.1%
16.2	1	< 0.1%
16.3	1	< 0.1%
16.5	1	< 0.1%
16.8	2	< 0.1%

Value	Count	Frequency (%)
106.5	1	< 0.1%
104.8	1	< 0.1%
104.2	1	< 0.1%
103.8	1	< 0.1%
103.4	1	< 0.1%
103.3	1	< 0.1%
103.1	4	< 0.1%
102.7	1	< 0.1%
102.6	1	< 0.1%
102.5	3	< 0.1%

Max_Rel_Hum_(%)
Real number (ℝ)

High correlation

Distinct	101
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.061519

Minimum	0
Maximum	100
Zeros	15
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	50
Q1	78
median	91
Q3	97
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	16.36548
Coefficient of variation (CV)	0.19239581
Kurtosis	1.8344795
Mean	85.061519
Median Absolute Deviation (MAD)	8
Skewness	-1.4838123
Sum	10786311
Variance	267.82893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	14526	11.5%
99	8052	6.3%
97	6918	5.5%
96	6637	5.2%
98	6297	5.0%
95	6119	4.8%
94	5287	4.2%
93	4728	3.7%
92	4229	3.3%
91	3955	3.1%
Other values (91)	60058	47.4%

Value	Count	Frequency (%)
0	15	< 0.1%
1	16	< 0.1%
2	10	< 0.1%
3	3	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	5	< 0.1%
7	4	< 0.1%
8	5	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
100	14526	11.5%
99	8052	6.3%
98	6297	5.0%
97	6918	5.5%
96	6637	5.2%
95	6119	4.8%
94	5287	4.2%
93	4728	3.7%
92	4229	3.3%
91	3955	3.1%

Min_Rel_Hum_(%)
Real number (ℝ)

High correlation

Distinct	101
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.211504

Minimum	0
Maximum	100
Zeros	354
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	24
median	37
Q3	55
95-th percentile	77
Maximum	100
Range	100
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	20.655144
Coefficient of variation (CV)	0.51366254
Kurtosis	-0.54360436
Mean	40.211504
Median Absolute Deviation (MAD)	15
Skewness	0.45592844
Sum	5099060
Variance	426.63495
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	2640	2.1%
27	2576	2.0%
24	2573	2.0%
25	2513	2.0%
23	2501	2.0%
22	2469	1.9%
28	2438	1.9%
21	2397	1.9%
29	2396	1.9%
30	2333	1.8%
Other values (91)	101970	80.4%

Value	Count	Frequency (%)
0	354	0.3%
1	191	0.2%
2	57	< 0.1%
3	84	0.1%
4	135	0.1%
5	210	0.2%
6	349	0.3%
7	505	0.4%
8	677	0.5%
9	902	0.7%

Value	Count	Frequency (%)
100	209	0.2%
99	174	0.1%
98	71	0.1%
97	93	0.1%
96	96	0.1%
95	112	0.1%
94	96	0.1%
93	125	0.1%
92	164	0.1%
91	169	0.1%

Avg_Rel_Hum_(%)
Real number (ℝ)

High correlation

Distinct	101
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.42722

Minimum	0
Maximum	100
Zeros	23
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	27
Q1	46
median	63
Q3	78
95-th percentile	91
Maximum	100
Range	100
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	20.236392
Coefficient of variation (CV)	0.32943689
Kurtosis	-0.803198
Mean	61.42722
Median Absolute Deviation (MAD)	16
Skewness	-0.25408745
Sum	7789340
Variance	409.51156
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79	2441	1.9%
81	2386	1.9%
77	2361	1.9%
78	2354	1.9%
76	2351	1.9%
80	2338	1.8%
74	2274	1.8%
82	2253	1.8%
75	2251	1.8%
73	2251	1.8%
Other values (91)	103546	81.7%

Value	Count	Frequency (%)
0	23	< 0.1%
1	27	< 0.1%
2	7	< 0.1%
3	6	< 0.1%
4	9	< 0.1%
5	9	< 0.1%
6	21	< 0.1%
7	20	< 0.1%
8	22	< 0.1%
9	27	< 0.1%

Value	Count	Frequency (%)
100	733	0.6%
99	394	0.3%
98	429	0.3%
97	510	0.4%
96	594	0.5%
95	696	0.5%
94	790	0.6%
93	900	0.7%
92	1045	0.8%
91	1190	0.9%

Dew_Point_(F)
Real number (ℝ)

High correlation

Distinct	857
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.890738

Minimum	-74.3
Maximum	82.2
Zeros	5
Zeros (%)	< 0.1%
Negative	174
Negative (%)	0.1%
Memory size	1.9 MiB

Quantile statistics

Minimum	-74.3
5-th percentile	25.8
Q1	40
median	47.5
Q3	53.5
95-th percentile	60.5
Maximum	82.2
Range	156.5
Interquartile range (IQR)	13.5

Descriptive statistics

Standard deviation	10.912
Coefficient of variation (CV)	0.23778218
Kurtosis	4.2189231
Mean	45.890738
Median Absolute Deviation (MAD)	6.6
Skewness	-1.1013333
Sum	5819220.9
Variance	119.07174
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49.8	676	0.5%
50	653	0.5%
46.7	638	0.5%
49	629	0.5%
48.8	624	0.5%
48.5	619	0.5%
50.3	616	0.5%
50.2	614	0.5%
49.6	612	0.5%
48.2	607	0.5%
Other values (847)	120518	95.0%

Value	Count	Frequency (%)
-74.3	6	< 0.1%
-68.5	2	< 0.1%
-64.3	8	< 0.1%
-61	5	< 0.1%
-58.2	4	< 0.1%
-55.8	3	< 0.1%
-53.7	3	< 0.1%
-51.8	4	< 0.1%
-48.6	2	< 0.1%
-45.9	2	< 0.1%

Value	Count	Frequency (%)
82.2	1	< 0.1%
82	1	< 0.1%
81.9	1	< 0.1%
81.8	1	< 0.1%
81.5	1	< 0.1%
81.3	2	< 0.1%
81.2	1	< 0.1%
81.1	1	< 0.1%
81	1	< 0.1%
80.6	1	< 0.1%

Avg_Wind_Speed_(mph)
Real number (ℝ)

High correlation

Distinct	195
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3212175

Minimum	0.7
Maximum	46.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0.7
5-th percentile	2
Q1	3
median	3.9
Q3	5.1
95-th percentile	8.3
Maximum	46.9
Range	46.2
Interquartile range (IQR)	2.1

Descriptive statistics

Standard deviation	2.0442375
Coefficient of variation (CV)	0.4730698
Kurtosis	6.6331739
Mean	4.3212175
Median Absolute Deviation (MAD)	1
Skewness	1.8565708
Sum	547956.3
Variance	4.1789069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.3	3845	3.0%
3.2	3776	3.0%
3.4	3747	3.0%
3.1	3720	2.9%
3	3713	2.9%
3.6	3684	2.9%
3.7	3579	2.8%
3.5	3565	2.8%
2.9	3458	2.7%
2.8	3345	2.6%
Other values (185)	90374	71.3%

Value	Count	Frequency (%)
0.7	1	< 0.1%
0.9	1	< 0.1%
1	750	0.6%
1.1	300	0.2%
1.2	256	0.2%
1.3	244	0.2%
1.4	254	0.2%
1.5	373	0.3%
1.6	504	0.4%
1.7	680	0.5%

Value	Count	Frequency (%)
46.9	1	< 0.1%
25.1	1	< 0.1%
22.7	1	< 0.1%
21.6	1	< 0.1%
21.3	2	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
20.9	1	< 0.1%
20.6	2	< 0.1%
20.5	1	< 0.1%

Wind_Run_(miles)
Real number (ℝ)

High correlation

Distinct	3307
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	103.70506

Minimum	16.2
Maximum	1125.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	16.2
5-th percentile	48.6
Q1	71.7
median	92.5
Q3	122.5
95-th percentile	199
Maximum	1125.3
Range	1109.1
Interquartile range (IQR)	50.8

Descriptive statistics

Standard deviation	49.056154
Coefficient of variation (CV)	0.47303531
Kurtosis	6.6346159
Mean	103.70506
Median Absolute Deviation (MAD)	24.1
Skewness	1.8571641
Sum	13150424
Variance	2406.5063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	478	0.4%
77	207	0.2%
78	202	0.2%
76.3	196	0.2%
80.3	195	0.2%
71	193	0.2%
77.3	193	0.2%
88.2	193	0.2%
87	192	0.2%
76.7	191	0.2%
Other values (3297)	124566	98.2%

Value	Count	Frequency (%)
16.2	1	< 0.1%
22.1	1	< 0.1%
23.4	1	< 0.1%
23.6	1	< 0.1%
23.7	1	< 0.1%
23.9	5	< 0.1%
24	478	0.4%
24.1	70	0.1%
24.2	31	< 0.1%
24.3	21	< 0.1%

Value	Count	Frequency (%)
1125.3	1	< 0.1%
603.5	1	< 0.1%
543.9	1	< 0.1%
518.6	1	< 0.1%
511.1	2	< 0.1%
509	1	< 0.1%
503.6	1	< 0.1%
500.4	1	< 0.1%
493.4	2	< 0.1%
492.3	1	< 0.1%

Avg_Soil_Temp_(F)
Real number (ℝ)

High correlation

Distinct	648
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.715666

Minimum	31.5
Maximum	96.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	31.5
5-th percentile	46.9
Q1	54.4
median	62.7
Q3	70.8
95-th percentile	79.8
Maximum	96.9
Range	65.4
Interquartile range (IQR)	16.4

Descriptive statistics

Standard deviation	10.679009
Coefficient of variation (CV)	0.17027657
Kurtosis	-0.3725056
Mean	62.715666
Median Absolute Deviation (MAD)	8.2
Skewness	0.032564918
Sum	7952722.8
Variance	114.04123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53.7	549	0.4%
53.3	545	0.4%
53	512	0.4%
55.1	510	0.4%
53.5	510	0.4%
53.9	507	0.4%
54.8	505	0.4%
55.5	503	0.4%
52.8	501	0.4%
55.3	494	0.4%
Other values (638)	121670	95.9%

Value	Count	Frequency (%)
31.5	2	< 0.1%
31.7	2	< 0.1%
31.8	2	< 0.1%
31.9	2	< 0.1%
32	2	< 0.1%
32.1	13	< 0.1%
32.2	6	< 0.1%
32.3	3	< 0.1%
32.4	5	< 0.1%
32.5	6	< 0.1%

Value	Count	Frequency (%)
96.9	1	< 0.1%
96.8	2	< 0.1%
96.6	1	< 0.1%
96.5	2	< 0.1%
96.4	1	< 0.1%
96	2	< 0.1%
95.9	2	< 0.1%
95.8	3	< 0.1%
95.6	1	< 0.1%
95.5	2	< 0.1%

Target
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

0	122628
1	4178

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	126806
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	122628	96.7%
1	4178	3.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	122628	96.7%
1	4178	3.3%

Most occurring characters

Value	Count	Frequency (%)
0	122628	96.7%
1	4178	3.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	126806	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	122628	96.7%
1	4178	3.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	126806	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	122628	96.7%
1	4178	3.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	126806	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	122628	96.7%
1	4178	3.3%

	Avg_Air_Temp_(F)	Avg_Rel_Hum_(%)	Avg_Soil_Temp_(F)	Avg_Vap_Pres_(mBars)	Avg_Wind_Speed_(mph)	CIMIS_Region	Dew_Point_(F)	ETo_(in)	Max_Air_Temp_(F)	Max_Rel_Hum_(%)	Min_Air_Temp_(F)	Min_Rel_Hum_(%)	Precip_(in)	Sol_Rad_(Ly/day)	Stn_Id	Target	Wind_Run_(miles)
Avg_Air_Temp_(F)	1.000	-0.521	0.883	0.590	0.156	0.236	0.591	0.822	0.934	-0.446	0.885	-0.447	-0.297	0.693	-0.019	0.157	0.156
Avg_Rel_Hum_(%)	-0.521	1.000	-0.333	0.307	-0.162	0.192	0.306	-0.608	-0.635	0.824	-0.238	0.949	0.379	-0.446	0.040	0.086	-0.162
Avg_Soil_Temp_(F)	0.883	-0.333	1.000	0.656	0.124	0.204	0.657	0.768	0.797	-0.308	0.843	-0.263	-0.256	0.696	-0.036	0.158	0.124
Avg_Vap_Pres_(mBars)	0.590	0.307	0.656	1.000	0.017	0.171	1.000	0.354	0.438	0.248	0.732	0.346	-0.016	0.366	0.008	0.119	0.017
Avg_Wind_Speed_(mph)	0.156	-0.162	0.124	0.017	1.000	0.092	0.017	0.334	0.064	-0.203	0.191	-0.078	0.026	0.252	0.042	0.025	1.000
CIMIS_Region	0.236	0.192	0.204	0.171	0.092	1.000	0.158	0.120	0.198	0.186	0.226	0.172	0.022	0.042	0.334	0.110	0.092
Dew_Point_(F)	0.591	0.306	0.657	1.000	0.017	0.158	1.000	0.354	0.438	0.248	0.732	0.346	-0.016	0.366	0.008	0.103	0.017
ETo_(in)	0.822	-0.608	0.768	0.354	0.334	0.120	0.354	1.000	0.823	-0.464	0.636	-0.546	-0.381	0.937	-0.015	0.098	0.335
Max_Air_Temp_(F)	0.934	-0.635	0.797	0.438	0.064	0.198	0.438	0.823	1.000	-0.467	0.707	-0.619	-0.384	0.691	-0.031	0.164	0.064
Max_Rel_Hum_(%)	-0.446	0.824	-0.308	0.248	-0.203	0.186	0.248	-0.464	-0.467	1.000	-0.306	0.688	0.277	-0.310	0.033	0.069	-0.203
Min_Air_Temp_(F)	0.885	-0.238	0.843	0.732	0.191	0.226	0.732	0.636	0.707	-0.306	1.000	-0.131	-0.143	0.527	0.007	0.135	0.191
Min_Rel_Hum_(%)	-0.447	0.949	-0.263	0.346	-0.078	0.172	0.346	-0.546	-0.619	0.688	-0.131	1.000	0.373	-0.396	0.037	0.081	-0.078
Precip_(in)	-0.297	0.379	-0.256	-0.016	0.026	0.022	-0.016	-0.381	-0.384	0.277	-0.143	0.373	1.000	-0.354	0.035	0.007	0.026
Sol_Rad_(Ly/day)	0.693	-0.446	0.696	0.366	0.252	0.042	0.366	0.937	0.691	-0.310	0.527	-0.396	-0.354	1.000	-0.007	0.022	0.252
Stn_Id	-0.019	0.040	-0.036	0.008	0.042	0.334	0.008	-0.015	-0.031	0.033	0.007	0.037	0.035	-0.007	1.000	0.055	0.042
Target	0.157	0.086	0.158	0.119	0.025	0.110	0.103	0.098	0.164	0.069	0.135	0.081	0.007	0.022	0.055	1.000	0.025
Wind_Run_(miles)	0.156	-0.162	0.124	0.017	1.000	0.092	0.017	0.335	0.064	-0.203	0.191	-0.078	0.026	0.252	0.042	0.025	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Stn_Id	Stn_Name	CIMIS_Region	Date	ETo_(in)	Precip_(in)	Sol_Rad_(Ly/day)	Avg_Vap_Pres_(mBars)	Max_Air_Temp_(F)	Min_Air_Temp_(F)	Avg_Air_Temp_(F)	Max_Rel_Hum_(%)	Min_Rel_Hum_(%)	Avg_Rel_Hum_(%)	Dew_Point_(F)	Avg_Wind_Speed_(mph)	Wind_Run_(miles)	Avg_Soil_Temp_(F)
0	2	FivePoints	San Joaquin Valley	1/1/2018	0.06	0.00	219.0	7.3	63.4	35.3	47.8	82.0	46.0	65.0	36.6	3.3	78.3	51.1
1	2	FivePoints	San Joaquin Valley	1/2/2018	0.04	0.00	127.0	7.4	59.8	37.7	47.2	80.0	52.0	67.0	36.7	3.1	74.5	51.3
2	2	FivePoints	San Joaquin Valley	1/3/2018	0.04	0.00	125.0	8.4	61.1	37.3	49.9	79.0	49.0	68.0	39.9	4.5	107.5	51.3
3	2	FivePoints	San Joaquin Valley	1/4/2018	0.07	0.01	219.0	11.6	69.2	48.7	56.8	94.0	52.0	74.0	48.5	5.8	140.2	53.0
4	2	FivePoints	San Joaquin Valley	1/5/2018	0.07	0.00	239.0	12.7	73.8	47.5	59.8	94.0	49.0	72.0	50.8	4.2	101.4	54.4
5	2	FivePoints	San Joaquin Valley	1/6/2018	0.02	0.04	101.0	13.4	60.2	47.6	55.2	96.0	80.0	90.0	52.3	6.7	162.0	55.4
6	2	FivePoints	San Joaquin Valley	1/7/2018	0.06	0.00	202.0	11.6	65.7	50.9	56.4	90.0	58.0	74.0	48.4	3.5	83.3	55.5
7	2	FivePoints	San Joaquin Valley	1/8/2018	0.01	0.38	65.0	13.8	60.0	51.7	55.6	97.0	79.0	92.0	53.2	5.1	122.0	55.9
8	2	FivePoints	San Joaquin Valley	1/10/2018	0.05	0.00	259.0	10.7	59.3	46.6	54.1	94.0	60.0	75.0	46.3	5.7	137.6	56.2
9	2	FivePoints	San Joaquin Valley	1/11/2018	0.02	0.00	121.0	10.9	61.3	45.0	52.9	96.0	64.0	80.0	46.9	2.6	61.8	56.5

	Stn_Id	Stn_Name	CIMIS_Region	Date	ETo_(in)	Sol_Rad_(Ly/day)	Avg_Vap_Pres_(mBars)	Max_Air_Temp_(F)	Min_Air_Temp_(F)	Avg_Air_Temp_(F)	Max_Rel_Hum_(%)	Min_Rel_Hum_(%)	Avg_Rel_Hum_(%)	Dew_Point_(F)	Avg_Wind_Speed_(mph)	Wind_Run_(miles)	Avg_Soil_Temp_(F)	Target
128114	261	Gazelle	Northeast Plateau	9/15/2020	0.21	435.0	6.8	85.8	39.3	63.1	71.0	14.0	34.0	34.5	5.7	138.0	65.8	0
128115	261	Gazelle	Northeast Plateau	9/16/2020	0.22	418.0	7.5	83.9	41.0	63.6	69.0	20.0	37.0	37.1	7.4	176.9	65.4	0
128116	261	Gazelle	Northeast Plateau	9/17/2020	0.21	452.0	9.3	81.3	42.5	63.3	77.0	26.0	47.0	42.8	6.8	163.3	65.4	0
128117	261	Gazelle	Northeast Plateau	9/18/2020	0.10	277.0	11.1	72.0	48.8	61.6	82.0	43.0	59.0	47.3	4.6	111.5	65.6	0
128118	262	Linden	San Joaquin Valley	9/12/2020	0.10	338.0	16.7	83.2	50.6	65.0	97.0	46.0	79.0	58.4	1.6	38.8	69.2	0
128120	262	Linden	San Joaquin Valley	9/14/2020	0.14	420.0	15.4	84.3	53.7	66.3	95.0	39.0	70.0	56.2	3.4	81.7	69.4	1
128121	262	Linden	San Joaquin Valley	9/15/2020	0.15	430.0	15.1	86.8	49.6	66.0	96.0	31.0	69.0	55.7	2.7	64.2	69.0	1
128122	262	Linden	San Joaquin Valley	9/16/2020	0.15	445.0	16.2	89.0	53.6	68.0	97.0	30.0	69.0	57.6	3.3	78.2	69.0	1
128123	262	Linden	San Joaquin Valley	9/17/2020	0.16	447.0	16.6	88.1	53.3	70.4	97.0	35.0	65.0	58.3	3.3	78.1	69.5	1
128124	262	Linden	San Joaquin Valley	9/18/2020	0.14	395.0	16.1	81.6	54.7	68.4	95.0	36.0	68.0	57.4	4.0	96.7	70.5	1

Overview

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample